EazyML Counterfactual Template¶

Define Imports¶

In [ ]:
!pip install --upgrade eazyml-counterfactual
!pip install gdown python-dotenv
In [1]:
import os
import pandas as pd
import eazyml as ez
from eazyml_counterfactual import (
        ez_cf_inference,
        ez_init        
)
import gdown

from dotenv import load_dotenv
load_dotenv()
Out[1]:
True

1. Initialize EazyML¶

The ez_init function uses the EAZYML_ACCESS_KEY environment variable for authentication. If the variable is not set, it defaults to a trial license.

In [2]:
ez_init(os.getenv('EAZYML_ACCESS_KEY'))
Out[2]:
{'success': True,
 'message': 'Initialized successfully. You may revoke your consent to sharing usage stats anytime. You have exclusive paid access.'}

2. Define Dataset Files and Outcome Variable¶

In [ ]:
gdown.download_folder(id='1WvIOaIvS7hTlYSkeojYhnBpAWd8HWzDt')
In [3]:
# Defining file paths for training and test datasets and specifying the outcome variable
train_file = os.path.join('data', "airline_train_data.csv")
test_file = os.path.join('data', "airline_test_data.csv")
outcome = "satisfaction"

# Loading the training dataset and the test dataset
train_df = pd.read_csv(train_file)
test_df = pd.read_csv(test_file)

3. Dataset Information¶

The dataset used in this notebook is the Airline Passenger Satisfaction Dataset, which contains data on passenger satisfaction with airlines. It includes various features such as the type of flight, passenger demographics, and overall satisfaction with the service.

You can find more details and download the dataset from Kaggle using the following link:

Kaggle Airline Passenger Satisfaction Dataset

Columns in the Dataset:¶

  • id: Unique identifier for each passenger.
  • Gender: Gender of the passenger (Male/Female).
  • Customer Type: Type of customer (Loyal Customer/Disloyal Customer).
  • Age: Age of the passenger.
  • Type of Travel: Purpose of travel (Business/Personal).
  • Class: Flight class (Business/Eco/Eco Plus).
  • Flight Distance: Distance traveled in kilometers.
  • Inflight wifi service: Rating of inflight Wi-Fi service (1-5).
  • Departure/Arrival time convenient: Satisfaction level of Departure/Arrival time convenient (1-5).
  • Ease of Online booking: Satisfaction level of online booking (1-5).
  • Gate location: Satisfaction level of Gate location (1-5).
  • Food and drink: Rating of food and drink (1-5).
  • Online boarding: Satisfaction level of online boarding (1-5).
  • Seat comfort: Rating of seat comfort (1-5).
  • Inflight entertainment: Rating of inflight entertainment (1-5).
  • On-board service: Satisfaction level of On-board service (1-5).
  • Leg room service: Satisfaction level of Leg room service (1-5).
  • Baggage handling: Satisfaction level of baggage handling (1-5).
  • Checkin service: Satisfaction level of Check-in service (1-5).
  • Inflight service: Satisfaction level of inflight service (1-5).
  • Cleanliness: Rating of cleanliness (1-5).
  • Departure Delay in Minutes: Delay in minutes before departure.
  • Arrival Delay in Minutes: Delay in minutes after arrival.
  • satisfaction: Overall satisfaction of the passenger (Satisfied/Neutral or Dissatisfied).

3.1 Display the Dataset¶

Below is a preview of the dataset:

In [4]:
# Display the first few rows of the training DataFrame for inspection
ez.ez_display_df(train_df)
  id Gender Customer Type Age Type of Travel Class Flight Distance Inflight wifi service Departure/Arrival time convenient Ease of Online booking Gate location Food and drink Online boarding Seat comfort Inflight entertainment On-board service Leg room service Baggage handling Checkin service Inflight service Cleanliness Departure Delay in Minutes Arrival Delay in Minutes satisfaction
0 124743 Male Loyal Customer 49 Personal Travel Eco Plus 399 3 4 3 2 1 3 1 1 5 4 5 5 5 1 0 0.000000 neutral or dissatisfied
1 101297 Male Loyal Customer 68 Personal Travel Eco 763 2 4 2 3 3 2 3 3 3 2 1 5 4 3 13 18.000000 neutral or dissatisfied
2 121447 Male Loyal Customer 31 Business travel Eco 290 2 3 3 3 2 2 2 2 4 4 3 4 2 2 0 0.000000 neutral or dissatisfied
3 57040 Male Loyal Customer 51 Personal Travel Eco Plus 2565 3 1 3 4 3 5 5 1 1 4 3 5 2 5 38 24.000000 neutral or dissatisfied
4 82822 Female Loyal Customer 34 Personal Travel Business 594 1 4 1 3 2 4 5 2 2 1 2 4 2 4 2 0.000000 neutral or dissatisfied
5 41937 Female Loyal Customer 35 Personal Travel Eco 129 2 4 0 1 4 0 5 4 4 2 4 4 4 4 0 3.000000 neutral or dissatisfied
6 123931 Female Loyal Customer 46 Personal Travel Eco 541 3 4 3 2 3 5 4 1 1 3 1 5 1 4 0 1.000000 neutral or dissatisfied
7 823 Male Loyal Customer 60 Business travel Business 102 1 1 5 1 2 5 5 5 5 5 5 4 5 3 0 0.000000 satisfied
8 74179 Male Loyal Customer 8 Personal Travel Eco 641 2 5 3 4 4 3 4 4 4 2 4 4 4 4 0 0.000000 neutral or dissatisfied
9 19394 Female Loyal Customer 64 Personal Travel Eco Plus 844 3 4 3 3 3 5 4 4 4 3 4 3 4 5 17 10.000000 neutral or dissatisfied
10 13238 Female Loyal Customer 77 Business travel Eco 468 2 4 5 5 5 4 4 2 2 2 2 1 2 1 0 0.000000 neutral or dissatisfied
11 3393 Male disloyal Customer 26 Business travel Eco 296 2 2 2 3 3 2 3 3 3 1 4 3 3 3 2 0.000000 neutral or dissatisfied
12 28194 Female Loyal Customer 55 Personal Travel Eco 859 2 5 2 5 3 4 4 1 1 2 1 3 1 4 0 0.000000 neutral or dissatisfied
13 3864 Male Loyal Customer 33 Personal Travel Business 213 4 1 4 5 4 4 4 4 5 3 4 3 4 4 10 15.000000 satisfied
14 94060 Female Loyal Customer 49 Business travel Business 323 3 1 1 1 2 2 2 3 3 2 3 4 3 3 2 0.000000 neutral or dissatisfied
15 94228 Female Loyal Customer 48 Business travel Business 2984 0 0 0 3 3 5 4 2 2 2 2 5 2 4 0 0.000000 satisfied
16 59340 Female Loyal Customer 44 Business travel Business 2399 1 1 1 1 2 5 4 4 4 4 4 5 4 3 19 3.000000 satisfied
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20 64382 Male Loyal Customer 47 Personal Travel Eco 1158 2 4 2 1 5 2 5 5 2 3 3 4 2 5 0 10.000000 neutral or dissatisfied
21 69930 Male Loyal Customer 63 Personal Travel Eco Plus 1514 2 4 1 3 5 1 1 5 3 4 3 2 3 5 0 0.000000 neutral or dissatisfied
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23 29148 Female Loyal Customer 39 Personal Travel Eco 679 1 4 2 4 4 2 1 4 5 5 4 4 4 4 0 0.000000 neutral or dissatisfied
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25 123077 Female disloyal Customer 38 Business travel Business 590 5 5 5 3 5 5 5 5 4 4 5 3 5 5 0 0.000000 satisfied
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1980 45675 Female disloyal Customer 28 Business travel Eco 896 1 2 2 5 2 2 1 2 3 3 1 1 1 2 2 8.000000 neutral or dissatisfied
1981 116329 Female Loyal Customer 41 Personal Travel Eco 358 4 4 4 4 5 4 1 5 1 2 4 5 5 5 9 0.000000 satisfied
1982 37848 Male Loyal Customer 67 Business travel Business 997 2 2 2 2 1 4 1 5 5 5 5 5 5 1 24 4.000000 satisfied
1983 20432 Male Loyal Customer 33 Business travel Eco Plus 196 0 0 0 4 1 0 1 1 2 5 2 5 4 1 0 0.000000 satisfied
1984 27830 Female Loyal Customer 57 Personal Travel Eco 1533 4 5 4 2 4 5 5 1 1 4 1 4 1 5 51 44.000000 satisfied
1985 75873 Female Loyal Customer 69 Business travel Eco 1972 4 4 4 4 1 3 3 4 4 4 4 4 4 1 0 0.000000 neutral or dissatisfied
1986 61296 Male Loyal Customer 27 Personal Travel Eco 967 3 4 2 2 4 2 1 4 3 5 5 4 4 4 30 13.000000 neutral or dissatisfied
1987 66951 Male Loyal Customer 44 Business travel Business 3426 2 2 2 2 5 5 5 3 3 3 3 5 3 5 0 0.000000 satisfied
1988 37865 Male disloyal Customer 27 Business travel Eco 1023 3 4 4 3 4 4 4 4 1 4 5 1 4 4 3 0.000000 neutral or dissatisfied
1989 99007 Female Loyal Customer 25 Business travel Eco Plus 569 2 1 1 1 2 2 3 2 3 3 3 3 3 2 16 19.000000 neutral or dissatisfied
1990 129477 Female Loyal Customer 49 Business travel Business 2704 3 3 3 3 5 4 4 5 5 5 5 4 5 5 0 0.000000 satisfied
1991 16133 Male Loyal Customer 53 Personal Travel Eco 725 2 2 2 3 1 2 1 1 2 3 4 4 4 1 0 4.000000 neutral or dissatisfied
1992 81389 Male Loyal Customer 37 Business travel Eco 874 3 3 3 3 3 3 3 3 1 1 3 3 3 3 0 7.000000 neutral or dissatisfied
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1994 47393 Female disloyal Customer 22 Business travel Eco 588 4 0 4 3 3 4 2 3 2 2 2 4 4 3 0 0.000000 satisfied
1995 97875 Female Loyal Customer 26 Business travel Business 616 4 4 4 4 4 4 4 4 3 3 4 3 5 4 19 30.000000 satisfied
1996 49336 Male disloyal Customer 27 Business travel Eco 86 5 0 5 4 2 0 2 2 1 4 3 3 4 2 0 3.000000 satisfied
1997 117167 Female Loyal Customer 51 Personal Travel Eco 338 3 5 3 1 5 4 4 1 1 3 1 4 1 3 0 0.000000 neutral or dissatisfied
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1999 62436 Female Loyal Customer 44 Business travel Business 1943 3 3 3 3 5 5 5 5 5 5 5 5 5 4 59 62.000000 satisfied
2000 39866 Male Loyal Customer 60 Business travel Eco 221 5 1 1 1 5 5 5 5 5 2 2 5 1 5 0 0.000000 satisfied
2001 81287 Female Loyal Customer 62 Personal Travel Eco 1020 4 4 4 4 5 4 3 5 5 4 5 3 5 4 46 18.000000 neutral or dissatisfied
2002 4014 Male disloyal Customer 25 Business travel Eco 483 3 2 3 4 3 5 5 2 2 3 4 5 3 5 300 317.000000 neutral or dissatisfied
2003 75091 Male Loyal Customer 39 Business travel Business 1846 5 5 5 5 3 4 4 5 5 5 5 3 5 5 0 0.000000 satisfied
2004 45995 Male Loyal Customer 32 Personal Travel Eco 483 4 1 4 4 2 4 2 2 2 2 3 3 3 2 35 28.000000 neutral or dissatisfied
2005 98425 Male disloyal Customer 57 Business travel Eco 676 4 4 4 2 4 4 4 4 3 1 2 1 2 4 33 21.000000 neutral or dissatisfied
2006 4941 Female Loyal Customer 25 Personal Travel Eco 268 2 0 2 3 4 2 4 4 3 3 1 5 3 4 0 0.000000 neutral or dissatisfied
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2009 19222 Male Loyal Customer 36 Business travel Business 459 2 2 2 2 1 3 2 4 4 4 4 1 4 3 0 0.000000 satisfied
2010 61035 Male Loyal Customer 52 Personal Travel Business 1506 4 5 4 3 4 5 5 3 3 4 4 3 3 3 0 5.000000 satisfied
2011 118641 Female Loyal Customer 26 Business travel Eco 621 1 4 4 4 1 2 2 1 4 3 3 2 3 1 0 0.000000 neutral or dissatisfied
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4407 44648 Male Loyal Customer 60 Business travel Business 160 1 1 1 1 4 1 2 4 4 5 4 2 4 3 15 26.000000 satisfied
4408 37825 Male Loyal Customer 39 Business travel Business 937 2 5 5 5 2 3 4 2 2 2 2 3 2 4 129 117.000000 neutral or dissatisfied
4409 103872 Female Loyal Customer 13 Personal Travel Eco 1056 2 4 2 3 4 2 4 4 5 1 5 2 5 4 2 0.000000 neutral or dissatisfied
4410 112619 Male Loyal Customer 65 Personal Travel Eco 602 1 4 1 5 5 1 5 5 4 5 5 5 4 5 31 12.000000 neutral or dissatisfied
4411 47318 Male Loyal Customer 28 Business travel Business 1942 4 4 3 4 5 5 5 5 1 2 5 5 4 5 0 0.000000 satisfied
4412 39841 Female Loyal Customer 61 Business travel Business 221 4 5 5 5 5 3 4 4 4 4 4 4 4 2 0 5.000000 neutral or dissatisfied
4413 25627 Male Loyal Customer 57 Business travel Eco 666 3 1 1 1 3 3 3 3 4 5 3 2 4 3 23 15.000000 neutral or dissatisfied
4414 96116 Female Loyal Customer 40 Business travel Business 583 3 3 3 3 3 5 4 3 3 3 3 3 3 4 0 0.000000 satisfied
4415 128800 Male Loyal Customer 40 Business travel Business 2475 1 1 1 1 4 4 4 3 4 5 5 4 4 4 0 4.000000 satisfied
4416 125685 Male Loyal Customer 44 Business travel Eco 814 1 3 3 3 1 1 1 1 3 2 4 4 3 1 0 1.000000 neutral or dissatisfied
4417 92109 Female Loyal Customer 21 Personal Travel Eco 1517 3 5 3 2 4 3 4 4 5 4 4 4 4 4 0 0.000000 neutral or dissatisfied
4418 28154 Female Loyal Customer 57 Business travel Eco 859 3 3 3 3 2 1 1 3 3 3 3 3 3 4 0 0.000000 neutral or dissatisfied
4419 11405 Female Loyal Customer 51 Business travel Business 247 1 1 1 1 5 4 5 4 4 4 4 4 4 3 0 0.000000 satisfied
4420 58940 Male Loyal Customer 49 Business travel Business 3690 1 1 1 1 3 4 5 5 5 5 5 5 5 3 90 88.000000 satisfied
4421 69055 Female disloyal Customer 36 Business travel Business 1389 2 2 2 2 5 2 5 5 5 2 5 5 5 5 2 0.000000 neutral or dissatisfied
4422 117568 Female Loyal Customer 19 Business travel Business 3945 4 1 1 1 4 4 4 4 2 4 4 3 4 4 7 5.000000 neutral or dissatisfied
4423 82107 Female Loyal Customer 59 Personal Travel Eco 1276 4 2 4 2 5 3 2 4 4 4 4 2 4 1 22 5.000000 satisfied
4424 70075 Female Loyal Customer 45 Business travel Business 3448 4 5 5 5 1 3 4 4 4 4 4 3 4 1 0 0.000000 neutral or dissatisfied
4425 40475 Female Loyal Customer 37 Business travel Business 1966 5 1 5 5 1 3 5 4 4 4 4 1 4 1 0 0.000000 satisfied
4426 86985 Female Loyal Customer 40 Personal Travel Eco 907 2 4 2 2 2 2 2 2 4 4 5 5 5 2 0 6.000000 neutral or dissatisfied
4427 82694 Female Loyal Customer 42 Business travel Business 632 2 2 2 2 2 4 5 2 2 2 2 3 2 4 0 0.000000 satisfied
4428 61705 Female Loyal Customer 31 Business travel Business 3786 1 1 1 1 4 4 4 4 5 3 5 4 4 4 0 0.000000 satisfied
4429 30141 Male Loyal Customer 49 Personal Travel Eco 160 1 1 1 3 5 1 5 5 2 3 3 1 3 5 4 6.000000 neutral or dissatisfied
4430 9338 Female Loyal Customer 48 Business travel Business 1936 3 3 3 3 4 5 4 2 2 2 2 3 2 4 0 4.000000 satisfied
4431 41081 Female Loyal Customer 57 Business travel Eco 140 4 3 3 3 5 1 5 4 4 4 4 2 4 4 0 0.000000 satisfied
4432 123065 Female disloyal Customer 45 Business travel Eco 650 2 1 2 3 5 2 5 5 3 2 3 4 2 5 70 97.000000 neutral or dissatisfied
4433 18188 Male disloyal Customer 40 Business travel Business 235 3 3 3 3 3 3 4 3 2 2 2 3 1 3 5 0.000000 satisfied
4434 97871 Male Loyal Customer 57 Business travel Business 1654 1 1 1 1 3 4 5 4 4 5 4 3 4 3 47 39.000000 satisfied
4435 83199 Male Loyal Customer 25 Business travel Business 1123 1 1 1 1 3 3 3 3 4 3 5 4 4 3 0 4.000000 satisfied
4436 110457 Male Loyal Customer 57 Personal Travel Eco 842 1 4 1 2 3 1 3 3 3 2 4 5 2 3 0 0.000000 neutral or dissatisfied
4437 2193 Female Loyal Customer 34 Personal Travel Eco 624 2 2 2 3 5 2 5 5 4 2 3 2 3 5 0 2.000000 neutral or dissatisfied
4438 102279 Male Loyal Customer 37 Business travel Business 3592 3 4 4 4 2 4 4 3 3 3 3 1 3 4 0 0.000000 neutral or dissatisfied
4439 85062 Male Loyal Customer 50 Business travel Business 689 1 1 1 1 3 4 4 5 5 5 5 3 5 4 93 73.000000 satisfied
4440 96449 Female disloyal Customer 21 Business travel Eco 302 3 5 4 3 5 4 5 5 3 5 5 5 5 5 0 0.000000 neutral or dissatisfied
4441 35678 Male Loyal Customer 35 Business travel Eco 2475 5 3 3 3 5 5 5 5 2 1 4 4 1 5 0 0.000000 satisfied
4442 121937 Female Loyal Customer 35 Business travel Business 2282 3 3 3 3 1 5 5 4 4 4 4 2 4 4 0 0.000000 satisfied
4443 44599 Female Loyal Customer 12 Personal Travel Business 566 3 5 3 5 2 3 2 2 3 4 4 4 5 2 0 21.000000 neutral or dissatisfied
4444 69048 Female Loyal Customer 61 Business travel Business 1521 2 4 2 4 4 3 4 2 2 1 2 2 2 1 0 0.000000 neutral or dissatisfied
4445 92825 Female Loyal Customer 57 Business travel Business 1541 4 4 4 4 2 5 4 5 5 5 5 3 5 4 0 0.000000 satisfied
4446 71639 Male Loyal Customer 22 Personal Travel Eco 1197 5 4 5 1 2 5 1 2 3 2 5 4 5 2 0 0.000000 satisfied
4447 71748 Female Loyal Customer 39 Business travel Business 1846 1 1 1 1 3 5 4 5 5 4 5 5 5 4 3 20.000000 satisfied
4448 116660 Female disloyal Customer 64 Business travel Business 358 5 5 5 3 3 5 3 3 3 4 5 5 4 3 0 0.000000 satisfied
4449 9570 Male Loyal Customer 53 Business travel Business 3642 2 2 4 2 3 4 5 4 4 4 4 3 4 3 0 0.000000 satisfied
4450 78186 Female Loyal Customer 33 Business travel Eco 259 3 2 2 2 3 3 3 3 1 2 3 2 3 3 6 2.000000 neutral or dissatisfied
4451 7901 Female Loyal Customer 59 Business travel Business 1020 1 1 1 1 2 5 4 4 4 4 4 3 4 3 0 0.000000 satisfied
4452 85851 Male Loyal Customer 52 Business travel Eco Plus 666 2 3 3 3 2 2 2 2 1 1 3 1 3 2 13 0.000000 neutral or dissatisfied
4453 32036 Female Loyal Customer 45 Business travel Eco 102 4 1 1 1 4 1 2 4 4 4 4 1 4 3 0 0.000000 satisfied
4454 122778 Female Loyal Customer 39 Business travel Business 2358 2 2 2 2 5 5 4 2 2 2 2 5 2 4 1 4.000000 satisfied
4455 70155 Male Loyal Customer 8 Personal Travel Eco 460 2 5 2 5 2 2 2 2 5 3 4 3 5 2 0 0.000000 neutral or dissatisfied
4456 24313 Female Loyal Customer 50 Personal Travel Eco Plus 147 2 4 2 4 2 5 5 2 2 2 2 5 2 5 0 0.000000 neutral or dissatisfied
4457 36081 Female Loyal Customer 17 Personal Travel Eco 399 2 5 2 4 4 2 4 4 5 3 4 5 4 4 0 0.000000 neutral or dissatisfied
4458 14912 Male Loyal Customer 12 Personal Travel Eco 315 4 3 4 3 2 4 2 2 3 4 2 1 3 2 0 0.000000 neutral or dissatisfied
4459 75090 Male Loyal Customer 37 Personal Travel Eco 1814 1 5 1 3 3 1 3 3 4 5 4 4 5 3 0 0.000000 neutral or dissatisfied
4460 64296 Female Loyal Customer 49 Business travel Business 1669 3 3 2 3 4 4 4 5 5 5 5 4 5 4 46 36.000000 satisfied
4461 67657 Female disloyal Customer 41 Business travel Eco 1205 1 1 1 3 1 1 5 1 2 3 3 3 4 1 0 1.000000 neutral or dissatisfied
4462 89741 Male Loyal Customer 41 Personal Travel Eco 944 3 5 3 5 1 3 1 1 4 5 3 1 1 1 85 80.000000 neutral or dissatisfied
4463 60142 Male Loyal Customer 38 Business travel Eco 744 2 3 5 5 2 3 2 2 2 1 5 2 1 2 13 21.000000 satisfied
4464 7815 Male Loyal Customer 49 Business travel Eco 650 2 2 2 2 2 2 2 2 4 4 3 1 2 2 0 7.000000 neutral or dissatisfied
4465 85981 Female Loyal Customer 41 Business travel Eco 432 1 1 1 1 1 1 1 1 3 4 3 2 3 1 52 49.000000 neutral or dissatisfied
4466 12666 Male Loyal Customer 24 Business travel Eco 689 5 1 1 1 5 4 5 5 4 3 5 4 4 5 3 0.000000 satisfied
4467 1725 Female Loyal Customer 44 Business travel Business 2173 3 3 3 3 4 2 3 3 3 3 3 4 3 3 56 63.000000 neutral or dissatisfied
4468 72807 Male Loyal Customer 65 Personal Travel Eco 1045 2 5 2 5 4 2 5 4 1 1 3 3 4 4 1 0.000000 neutral or dissatisfied
4469 63343 Female Loyal Customer 45 Business travel Eco 447 2 3 3 3 5 3 4 2 2 2 2 2 2 1 3 0.000000 neutral or dissatisfied
4470 99174 Female Loyal Customer 42 Personal Travel Eco Plus 986 1 4 2 2 1 5 3 3 3 2 3 3 3 2 23 14.000000 neutral or dissatisfied
4471 120568 Male Loyal Customer 59 Personal Travel Eco 2176 3 1 3 3 2 3 2 2 2 2 4 2 4 2 0 0.000000 neutral or dissatisfied
4472 55031 Male Loyal Customer 52 Business travel Business 1379 1 1 2 1 5 5 5 4 4 4 4 5 4 5 6 0.000000 satisfied
4473 74949 Male Loyal Customer 34 Business travel Business 2586 1 5 3 5 4 1 1 1 1 1 1 2 1 1 0 0.000000 neutral or dissatisfied
4474 113611 Male Loyal Customer 64 Personal Travel Eco 236 4 4 0 2 5 0 5 5 5 2 1 5 3 5 2 0.000000 satisfied
4475 76805 Male Loyal Customer 34 Personal Travel Eco 689 3 4 3 3 2 3 2 2 1 5 2 1 2 2 5 0.000000 neutral or dissatisfied
4476 114781 Female Loyal Customer 59 Business travel Business 2133 4 4 4 4 4 4 4 2 2 2 2 3 2 5 113 98.000000 satisfied
4477 120740 Male disloyal Customer 31 Business travel Business 1089 2 2 2 4 3 2 5 3 3 2 3 2 3 3 0 1.000000 neutral or dissatisfied
4478 116162 Male Loyal Customer 45 Personal Travel Eco 417 3 1 3 3 3 3 4 3 2 3 3 1 4 3 0 0.000000 neutral or dissatisfied
4479 120011 Female Loyal Customer 70 Personal Travel Eco 328 0 0 0 3 4 3 4 2 2 0 2 4 2 5 0 0.000000 satisfied
4480 123248 Male Loyal Customer 46 Personal Travel Eco 468 2 3 2 4 4 2 4 4 1 2 3 2 4 4 2 0.000000 neutral or dissatisfied
4481 72348 Male Loyal Customer 50 Business travel Business 3447 3 3 3 3 4 5 5 4 4 4 4 3 4 4 8 0.000000 satisfied
4482 107483 Female Loyal Customer 41 Business travel Business 2764 3 3 3 3 5 4 4 5 5 5 5 5 5 4 54 51.000000 satisfied
4483 36573 Male Loyal Customer 35 Business travel Eco 1249 3 4 4 4 3 3 3 3 3 2 1 5 2 3 19 12.000000 satisfied
4484 85101 Female disloyal Customer 26 Business travel Business 689 2 4 2 2 2 2 2 2 5 2 4 3 5 2 0 0.000000 neutral or dissatisfied
4485 102946 Female Loyal Customer 35 Business travel Business 719 4 4 4 4 5 4 4 5 5 5 5 5 5 5 0 0.000000 satisfied
4486 102212 Male Loyal Customer 47 Business travel Business 236 2 2 2 2 3 4 4 5 5 5 5 4 5 3 3 0.000000 satisfied
4487 68173 Male Loyal Customer 44 Business travel Eco 597 3 2 2 2 3 3 3 3 4 2 2 2 2 3 0 7.000000 neutral or dissatisfied
4488 75346 Male Loyal Customer 56 Personal Travel Eco 2615 2 4 2 4 2 3 5 3 3 4 5 5 4 5 0 1.000000 neutral or dissatisfied
4489 59078 Female disloyal Customer 26 Business travel Eco 346 4 1 4 1 3 4 5 3 4 1 1 4 2 3 0 0.000000 neutral or dissatisfied
4490 128013 Female Loyal Customer 55 Business travel Business 1440 2 2 2 2 5 4 5 5 5 5 5 5 5 3 0 0.000000 satisfied
4491 22693 Female Loyal Customer 29 Business travel Business 589 3 3 5 3 4 4 4 4 3 4 2 2 3 4 0 0.000000 satisfied
4492 35544 Female Loyal Customer 65 Personal Travel Eco 1069 2 3 2 5 5 3 3 4 4 2 4 1 4 1 0 0.000000 neutral or dissatisfied
4493 117446 Female Loyal Customer 77 Business travel Business 2859 3 3 3 3 3 3 2 3 3 3 3 4 3 1 0 4.000000 neutral or dissatisfied
4494 38423 Female Loyal Customer 27 Business travel Business 2712 3 3 3 3 4 4 4 4 4 2 2 5 5 4 0 0.000000 satisfied
4495 111221 Female disloyal Customer 27 Business travel Eco 1455 2 2 2 3 3 2 3 3 2 3 3 2 3 3 0 10.000000 neutral or dissatisfied
4496 119711 Female Loyal Customer 55 Business travel Business 1430 3 3 3 3 3 4 4 5 5 4 5 5 5 5 0 0.000000 satisfied
4497 97771 Male Loyal Customer 35 Business travel Business 3214 1 1 1 1 5 5 5 5 5 5 5 5 5 4 9 0.000000 satisfied
4498 103205 Male Loyal Customer 63 Business travel Business 1482 4 1 2 1 1 3 3 4 4 4 4 1 4 4 83 96.000000 neutral or dissatisfied
4499 35310 Male Loyal Customer 38 Business travel Business 3199 3 3 3 3 1 3 5 4 4 4 4 3 4 2 5 21.000000 satisfied

4. EazyML Modeling¶

4.1 Building model using the EazyML Modeling API¶

In [5]:
# Clean and preprocess training data
train_df.drop(columns=['id'], inplace=True)  # Remove unnecessary columns
train_df.dropna(inplace=True)  # Remove missing values
train_df.reset_index(drop=True, inplace=True)  # Reset index


# Define model parameters
model_options = {
    "model_type": "predictive",
}

# Build predictive model using EazyML API
build_model_response = ez.ez_build_model(train_df, outcome=outcome, options=model_options)

4.2 Feature Importance¶

In [6]:
ez.ez_display_df(build_model_response['global_importance'])
  Variable Name Importance
0 Ease of Online booking 0.010000
1 Customer Type 0.010000
2 Gate location 0.010000
3 Cleanliness 0.020000
4 On-board service 0.020000
5 Inflight service 0.020000
6 Baggage handling 0.020000
7 Leg room service 0.020000
8 Checkin service 0.020000
9 Seat comfort 0.030000
10 Flight Distance 0.030000
11 Inflight entertainment 0.030000
12 Type of Travel 0.030000
13 Age 0.030000
14 Online boarding 0.150000
15 Class 0.230000
16 Inflight wifi service 0.270000

4.3 Model Importance¶

In [7]:
ez.ez_display_df(build_model_response['model_performance'])
  Model Kappa Accuracy
0 Gradient Boosting Classifier 0.89 0.94
1 Boosted Decision Trees with InformationGain 0.88 0.94
2 Bagged Decision Trees with Information Gain 0.86 0.93
3 Random Forest with Information Gain 0.85 0.93
4 Logistic Regression 0.85 0.93
5 Naive Bayes 0.72 0.87

4.4 Predict Using the Trained EazyML Model¶

In [8]:
# Extract model information from the response dictionary
model_info = build_model_response["model_info"]

# Read test data from a CSV file into a pandas DataFrame
test_data = pd.read_csv(test_file)

# Make predictions using the model, requesting confidence scores and class probabilities
predicted_resp = ez.ez_predict(test_data, model_info, options={"confidence_score": True, "class_probability": True})

# Check if the prediction was successful
if predicted_resp['success']:
    print("Prediction successful")  
    predicted_df = predicted_resp['pred_df']  # Extract the predicted DataFrame
    ez.ez_display_df(predicted_df.head())  # Display the first few rows of the predicted DataFrame
else:
    print("Prediction failed")  
    print(predicted_resp['message'])  
Prediction successful
  id Gender Customer Type Age Type of Travel Class Flight Distance Inflight wifi service Departure/Arrival time convenient Ease of Online booking Gate location Food and drink Online boarding Seat comfort Inflight entertainment On-board service Leg room service Baggage handling Checkin service Inflight service Cleanliness Departure Delay in Minutes Arrival Delay in Minutes satisfaction Probability_satisfaction_NEUTRAL OR DISSATISFIED Probability_satisfaction_SATISFIED Predicted satisfaction Confidence Score
0 23775 FEMALE DISLOYAL CUSTOMER 20 BUSINESS TRAVEL ECO 438 4 0 4 3 3 4 3 3 3 3 2 1 3 3 0 0.000000 NEUTRAL OR DISSATISFIED 0.958892 0.041108 NEUTRAL OR DISSATISFIED 95%
1 56344 MALE LOYAL CUSTOMER 35 BUSINESS TRAVEL ECO 200 2 2 2 2 2 2 2 2 3 4 1 2 2 2 29 21.000000 NEUTRAL OR DISSATISFIED 0.984734 0.015266 NEUTRAL OR DISSATISFIED 98%
2 23983 FEMALE LOYAL CUSTOMER 9 PERSONAL TRAVEL BUSINESS 427 3 3 3 3 1 3 1 1 2 5 3 1 3 1 0 0.000000 NEUTRAL OR DISSATISFIED 0.999934 0.000066 NEUTRAL OR DISSATISFIED 99%
3 119000 MALE LOYAL CUSTOMER 43 BUSINESS TRAVEL BUSINESS 479 4 3 4 4 5 5 5 5 3 4 5 5 5 5 272 267.000000 SATISFIED 0.000026 0.999974 SATISFIED 100%
4 75193 FEMALE LOYAL CUSTOMER 55 BUSINESS TRAVEL ECO 1744 4 5 5 5 1 4 3 4 4 4 4 2 4 3 7 23.000000 NEUTRAL OR DISSATISFIED 0.960531 0.039469 NEUTRAL OR DISSATISFIED 96%

5. EazyML Counterfactual Inference¶

5.1 Define Counterfactual Inference Configuration¶

In [9]:
# Define the selected features for prediction
selected_features = ['Gender', 'Customer Type', 'Age', 'Type of Travel', 'Class', 'Flight Distance', 
                     'Inflight wifi service', 'Departure/Arrival time convenient', 'Ease of Online booking', 
                     'Gate location', 'Food and drink', 'Online boarding', 'Seat comfort', 
                     'Inflight entertainment', 'On-board service', 'Leg room service', 
                     'Baggage handling', 'Checkin service', 'Inflight service', 'Cleanliness', 
                     'Departure Delay in Minutes', 'Arrival Delay in Minutes']

# Define variant (modifiable) features
invariants = ['Gender', 'Customer Type', 'Age', 'Type of Travel', 'Class', 'Flight Distance']
variants = [feature for feature in selected_features if feature not in invariants]

# Define configurable parameters for counterfactual inference
cf_options = {   
    "variants": variants,  
    "outcome_ordinality": "SATISFIED",  # Desired outcome 
    "train_data": train_file  
}

5.2 Perform Counterfactual Inference¶

In [10]:
# Specify the index of the test record for counterfactual inference
test_index_no = 0  
test_data = predicted_df.loc[[test_index_no]]  

# Perform Inference 
result, optimal_transition_df = ez_cf_inference(
    test_data=test_data,  
    outcome=outcome,  
    selected_features=selected_features,  
    model_info=model_info,  
    options=cf_options  
)

5.3 Display Results¶

In [11]:
# Summarizes whether an optimal transition was found and the improvement in outcome probability.
ez.ez_display_json(result)
{   'success': True,
    'message': 'Optimal transition found',
    'summary': {   'Actual Outcome': 'NEUTRAL OR DISSATISFIED',
                   'Optimal Outcome': 'SATISFIED',
                   'Improvement in Probability': 0.959}}
In [12]:
# Details the feature changes needed to achieve the optimal outcome.
ez.ez_display_df(optimal_transition_df)
  Feature Actual Optimal Percentage Change Absolute Change
0 Gender Female Female N/A N/A
1 Customer Type disloyal Customer disloyal Customer N/A N/A
2 Age 20.000000 20.000000 0.000000 0.000000
3 Type of Travel Business travel Business travel N/A N/A
4 Class Eco Eco N/A N/A
5 Flight Distance 438.000000 438.000000 0.000000 0.000000
6 Inflight wifi service 4.000000 5.000000 25.000000 1.000000
7 Departure/Arrival time convenient 0.000000 0.000000 N/A 0.000000
8 Ease of Online booking 4.000000 5.000000 25.000000 1.000000
9 Gate location 3.000000 2.000000 -33.300000 -1.000000
10 Food and drink 3.000000 2.000000 -33.300000 -1.000000
11 Online boarding 4.000000 5.000000 25.000000 1.000000
12 Seat comfort 3.000000 4.000000 33.300000 1.000000
13 Inflight entertainment 3.000000 4.000000 33.300000 1.000000
14 On-board service 3.000000 4.000000 33.300000 1.000000
15 Leg room service 3.000000 2.000000 -33.300000 -1.000000
16 Baggage handling 2.000000 1.000000 -50.000000 -1.000000
17 Checkin service 1.000000 1.000000 0.000000 0.000000
18 Inflight service 3.000000 4.000000 33.300000 1.000000
19 Cleanliness 3.000000 4.000000 33.300000 1.000000
20 Departure Delay in Minutes 0.000000 0.000000 N/A 0.000000
21 Arrival Delay in Minutes 0.000000 0.000000 N/A 0.000000
In [ ]: